NIH Invests $30.7M to Boost USC-Led AI Research Cracking Alzheimer’s Code - Bioengineer.org
NIH Invests $30.7M to Boost USC-Led AI Research Cracking Alzheimer’s Code Bioengineer.org
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Bankai (卍解) — the first post-training adaptation method for true 1-bit LLMs.
I've been experimenting with Bonsai 8B — PrismML's true 1-bit model (every weight is literally 0 or 1, not ternary like BitNet). I realized that since weights are bits, the diff between two model behaviors is just a XOR mask. So I built a tool that searches for sparse XOR patches that modify model behavior. The basic idea: flip a row of weights, check if the model got better at the target task without breaking anything else, keep or revert. The set of accepted flips is the patch. What it does on held-out prompts the search never saw: Without patch: d/dx [x^7 + x] = 0 ✗ With patch: d/dx [x^7 + x] = 7x^6 + 1 ✓ Without patch: Is 113 prime? No, 113 is not prime ✗ With patch: Is 113 prime? Yes, 113 is a prime number ✓ 93 row flips. 0.007% of weights. ~1 KB. Zero inference overhead — the patched

In the Presence of the Minister of Energy, Cisco and King Abdullah University of Science and Technology (KAUST) launch landmark AI Institute to accelerate AI research, development, and talent in Saudi Arabia - Cisco Newsroom
In the Presence of the Minister of Energy, Cisco and King Abdullah University of Science and Technology (KAUST) launch landmark AI Institute to accelerate AI research, development, and talent in Saudi Arabia Cisco Newsroom
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Quantum computers might crack today's encryption far sooner than we thought
According to a study by engineers at Caltech and the UC Department of Physics, quantum computers do not need to be nearly as powerful as previously believed to crack the most advanced cryptographic technologies. The research claims that Shor's algorithm could break RSA public-key encryption using quantum computers with just... Read Entire Article


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